A Factor Graph Approach to Variational Sparse Gaussian Processes

A Variational Sparse Gaussian Process (VSGP) is a sophisticated nonparametric probabilistic model that has gained significant popularity since its inception. The VSGP model is often employed as a component of larger models or in a modified form across numerous applications. However, re-deriving the...

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التفاصيل البيبلوغرافية
الحاوية / القاعدة:IEEE Open Journal of Signal Processing
المؤلفون الرئيسيون: Hoang Minh Huu Nguyen, Ismail Senoz, Bert De Vries
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IEEE 2025-01-01
الموضوعات:
Bayesian inference
Forney-style factor graphs
Gaussian processes
variational inference
variational message passing
variational sparse Gaussian processes
الوصول للمادة أونلاين:https://ieeexplore.ieee.org/document/11063321/

الانترنت

https://ieeexplore.ieee.org/document/11063321/

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